Deep weakly-supervised breast tumor segmentation in ultrasound images with explicit anatomical constraints.
Yongshuai LiYuan LiuLijie HuangZhili WangJianwen LuoPublished in: Medical Image Anal. (2022)
Keyphrases
- ultrasound images
- weakly supervised
- medical ultrasound
- echocardiographic images
- active contour segmentation
- carotid artery
- ultrasound imaging
- superpixels
- medical images
- edge detection
- speckle noise
- segmentation algorithm
- topic models
- object class
- segmentation method
- object segmentation
- relation extraction
- speckle reduction
- semi supervised
- three dimensional
- level set
- active contours
- multiscale
- image segmentation
- shape prior
- deformable models
- natural images
- image analysis
- long range